lstm

Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully. - Guillaume Chevalier

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

List of Molecular and Material design using Generative AI and Deep Learning

基于神经网络的通用股票预测模型 A general stock prediction model based on neural networks

Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.

OpenTextClassification is all you need for text classification! Open text classification for everyone, enjoy your NLP journey! 这可能是目前为止最全面的开源文本分类项目，支持中英双语、多种模型、多种任务。

Curso práctico: NLP de cero a cien 🤗

🛠️ Tools for Transformers compression using PyTorch Lightning ⚡

Tensorflow, Pytorch, Huggingface Transformer, Fastai, etc. tutorial Colab Notebooks.

Research experiments exploring uncommon quant techniques.

Speaker change detection using SincNet and an LSTM/Transformer

Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.

A repository containing comprehensive Neural Networks based PyTorch implementations for the semantic text similarity task, including architectures such as: Siamese LSTM Siamese BiLSTM with Attention Siamese Transformer Siamese BERT.

This will contain the code for the 2nd edition of NLP with TensorFlow (Edition 2)

Implementation of the paper "Last Query Transformer RNN for knowledge tracing" in PyTorch. (Kaggle 1st place solution)

An end-to-end image captioning project using a CNN encoder (ResNet-50) and LSTM decoder in PyTorch. Includes vocabulary building, preprocessing, training with BLEU evaluation, and inference. Generates natural language captions for images with saved metrics, model checkpoints, and visualization outputs.

In this project, several approaches for training/finetuning an audio gender recognition is provided. The code can simply be used for any other audio classification task by simply changing the number of classes and the input dataset.

NSFW Prompt Detection for Stable Diffusion

In this dataset, the price of the dollar to the Iranian rial in the years 2011 to 2023 has been collected by our crawler.